pygraphina 0.2.0a3

Python bindings for the Graphina library

PyGraphina

PyGraphina Python library allows users to use Graphina in Python.

[!IMPORTANT] PyGraphina is in early development, so bugs and breaking changes are expected. Please use the issues page to report bugs or request features.

Installation

pip install --pre pygraphina

Quickstart

import pygraphina as pg

# Make a small graph
g = pg.PyGraph()
a, b, c = [g.add_node(i) for i in range(3)]
g.add_edge(a, b, 1.0)
g.add_edge(b, c, 1.0)

# Get the PageRank centrality scores of the nodes
pr = pg.centrality.pagerank(g, 0.85, 100, 1e-6)

# Get the size of the largest clique in the graph
size = pg.approximation.large_clique_size(g)

# Get the connected components of the graph
comps = pg.community.connected_components(g)

# Get the Jaccard coefficient of the links
jc = pg.links.jaccard_coefficient(g)

License

PyGraphina is licensed under the MIT License.